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检索条件"机构=Centre for process Analytics and Control Technology"
89 条 记 录,以下是41-50 订阅
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Integrated batch-to-batch control and within batch control of batch processes using neural network models
Integrated batch-to-batch control and within batch control o...
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IEEE International Symposium on Intelligent control (ISIC)
作者: Jie Zhang Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle-upon-Tyne UK
This work presents an integrated batch-to-batch control and within batch re-optimisation control strategy for batch processes using neural network models. To overcome the difficulties in developing detailed mechanisti... 详细信息
来源: 评论
Computation of the Performance of Shewhart control Charts
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IFAC Proceedings Volumes 2004年 第1期37卷 275-280页
作者: Pieter Mulder Julian Morris Elaine B. Martin Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon Tyne NE1 7RU UK
The perfonnance of a control chart in statistical process control is often quantified in terms of the Average Run length (ARL). The ARL enables a comparison to be undertaken between various monitoring strategies. Thes... 详细信息
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Gaussian process Regression for Batch process Modelling
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IFAC Proceedings Volumes 2004年 第9期37卷 817-822页
作者: Xiaoling Ou Julian Morris Elaine Martin Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon Tyne NE1 7RU UK
This paper proposes the application of Gaussian process regression for the empirical modelling of batch processes to provide long range predictions. Gaussian processes are flexible, non-parametric Bayesian regression ... 详细信息
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Parameter Estimation for Batch processes Using a Bayesian Approach
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IFAC Proceedings Volumes 2004年 第9期37卷 703-708页
作者: Zhen Lu Elaine B. Martin Julian Morris Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon Tyne NE1 7RU UK
In a changing operational environment, a major challenge that still exits is the assured state and parameter estimation of dynamic processes. The values or expressions of important parameters can be difficult to deter... 详细信息
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State and Parameter Estimation Through Dynamic Bayesian Forecasting
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IFAC Proceedings Volumes 2004年 第1期37卷 917-922页
作者: Zhen Lu Elaine Martin Julian Morris Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon Tyne NE1 7RU England UK
Successful application of model based control depends on having good estimates for the system dynamic states and parameters. A multivariate dynamic linear model is developed for the estimation of the states from limit... 详细信息
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Batch Monitoring Through Common Subspace Models
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IFAC Proceedings Volumes 2004年 第1期37卷 287-292页
作者: S. Lane E.B. Martin A.J. Morris Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon Tyne NE1 7RU England UK
Multi-way statistical projection techniques have typically been applied in the development of monitoring models for single recipe or single grade production. As defined, implementation of these techniques in multi-pro... 详细信息
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Monitoring Performance in Flexible process Manufacturing
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IFAC Proceedings Volumes 2004年 第1期37卷 47-54页
作者: E.B. Martin A.J. Morris Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon Tyne NE1 7RU England.
Partial Least Squares (PLS) is a popular method for the development of a framework for the detection and location of process deviations. A limitation of the approach is that it has generally been used to monitor one r... 详细信息
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Investigation of Calibration-Free Resolution Techniques and Independent Component Analysis
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IFAC Proceedings Volumes 2004年 第1期37卷 433-438页
作者: S. Triadaphillou A.J. Morris E.B. Martin I. Wells Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon Tyne NEl 7RU UK Avecia Process Technology Department Grangemouth FK3 8XG UK
Calibration-free resolution techniques provide an alternative approach to the development of a calibration model. These combine spectroscopic measurement coupled with mathematical and statistical assumptions and give ... 详细信息
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Predicting the product yield profile and cracking degrees in an industrial ethylene pyrolysis furnace
Predicting the product yield profile and cracking degrees in...
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International Conference on control, Automation, Robotics and Vision (ICARCV)
作者: Qiang Zhou Jie Zhang Yongmao Xu Institute of Process Control Department of Automation Tsinghua University Beijing Beijing China Centre for process Analytics and Control Technology School of Chemical Engineering & Advanced Materials University of Newcastle Newcastle-upon-Tyne UK
This paper presents two soft-sensing models for predicting the product yields profile and the cracking degree of an ethylene pyrolysis furnace. The model based on single neural network with only one hidden layer train... 详细信息
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Multi-Site Performance Monitoring in Batch Pharmaceutical Production
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IFAC Proceedings Volumes 2004年 第1期37卷 683-689页
作者: C.W.L. Wong A.J. Morris E.B. Martin R.E.A. Escott Centre for Process Analytics and Control Technology School of Chemical Engineering and Advanced Materials University of Newcastle Newcastle upon Tyne NE1 7RU UK GlaxoSmithKline Chemical Development
A challenge facing the pharmaceutical and chemical industries is how to understand and identify differences in process behaviour where a product is manufactured at two different sites. Three approaches based on multi-... 详细信息
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